Abstract
Domain decomposition methods are iterative methods for the solution of linear or nonlinear systems that use explicit information about the geometry, discretization, and/or partial differential equations that underlie the discrete systems. Considerable research in domain decomposition methods for partial differential equations has been carried out in the past dozen years. Recently, these techniques have begun to be applied to “real-world” engineering problems. This chapter summarizes basic ideas of domain decomposition methods. Though no particular applications are discussed, references are furnished to several recent uses of domain decomposition.
This work was partially supported by the National Science Foundation under contract ASC 92-01266, the Army Research Office under contract DAAL03-91-G-0150, the Office of Naval Research under contract ONR-N00014-92-J-1890, and the Office of Scientific Computing, U.S. Department of Energy, under Contract W-31-109-Eng-38.
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References
Bjørstad, P., 1995. “Domain decomposition, parallel computing and petroleum engineering,” in Domain-Based Parallelism and Problem Decomposition Methods in Computational Science and Engineering, D. Keyes et al., eds., SIAM, Philadelphia, pp. 39–56.
Bjørstad, P. E. and Hvidsten, A., 1988. “Iterative methods for substructured elasticity problems in structural analysis,” in Domain Decomposition Methods for Partial Differential Equations, R. Glowinski et al., eds. SIAM, Philadelphia, pp. 301–312.
Bjørstad, P. E. and Skogen, M., 1992. “Domain decomposition algorithms of Schwarz type, designed for massively parallel computers,” in Fifth Int. Symp. on Domain Decomposition Methods for Partial Differential Equations, D. E. Keyes et al., eds. SIAM, Philadelphia, pp. 362–375.
Bjørstad, P. E. and Widlund, O. B., 1986. “Iterative methods for the solution of elliptic problems on regions partitioned into substructures,” SIAM J. Numer. Anal. 23, pp. 1093–1120.
Bourgat, J. F., Le Tallec, P., Perthame, B., and Qiu, Y., 1994. “Coupling Boltzmann and Euler equations without overlapping,” in Proc. Sixth Int. Symp. on Domain Decomposition Methods, A. Quarteroni et al., eds. AMS, Providence, pp. 377–398.
Bramble, J. H., Ewing, R. E., Parashkevov, R. R., and Pasciak, J. E., 1990. “Domain decomposition methods for problems with partial refinement,” Technical report, Cornell University.
Bramble, J. H., Ewing, R. E., Pasciak, J. E., and Schatz, A. H., 1988. “A preconditioning technique for the efficient solution of problems with local grid refinement,” Comput. Meth. Appl. Mech. Eng. 67, pp. 149–159.
Bramble, J. H., Pasciak, J. E., Wang, J., and Xu, J., 1991. “Convergence estimates for product iterative methods with applications to domain decomposition,” Math. Comp. 57, pp. 1–21.
Cai, X.-C., 1995a. “A family of overlapping Schwarz algorithms for nonsymmetric and indefinite elliptic problems,” in Domain-Based Parallelism and Problem Decomposition Methods in Computational Science and Engineering, D. Keyes et al. eds., SIAM, Philadelphia, pp. 1–20.
Cai, X.-C, 1994b. “A non-nested coarse space for Schwarz type domain decomposition methods,” Technical Report CU-CS-705-94, Department of Computer Science, University of Colorado at Boulder.
Cai, X.-C, Gropp, W. D., Keyes, D. E., and Tidriri, M. D., 1994. “Newton-Krylov-Schwarz methods in CFD,” in Proc. Int. Workshop on the Navier-Stokes Equations, Notes in Numerical Fluid Mechantcs. R. Rannacher, ed., Vieweg Verlag, Braunschweig, pp. 17–31.
Cai, X.-C., Keyes, D. E., and Venkatakrishnan, V., 1996. “Newton-Krylov-Schwarz: An Implicit Solver for CFD,” in Proc. Eighth Int. Conf. on Domain Decomposition, R. Glowinski et al, eds., Wiley, Chichester.
Cai, X.-C. and Saad, Y., 1993. “Overlapping domain decomposition algorithms for general sparse matrices,” Technical Report Preprint 93-027, Army High Performance Computing Research Center, University of Minnesta.
Chan, T., Glowinski, R., Périaux, J., and Widlund, O., eds., 1989. Proc. Second Int. Symp. on Domain Decomposition Methods, SIAM, Philadelphia.
Chan, T., Glowinski, R., Périaux, J., and Widlund, O., eds., 1990. Proc. Third Int. Symp. on Domain Decomposition Methods for Partial Differential Equations, SIAM, Philadelphia.
Chan, T. and Mathew, T., 1994a, Acta Numerica 3, Cambridge University Press, Cambridge, pp. 61–143.
Chan, T. F. and Mathew, T. P., 1994b. “Domain decomposition preconditioners for convection diffusion problems,” in Proc. Sixth Int. Symp. on Domain Decomposition Methods, A Quarteroni et al, eds., AMS, Providence, pp. 157–175.
Chan, T. F. and Smith, B. F., 1995. “Multigrid and domain decomposition on unstructured grids,” Technical Report 93-42, UCLA, Dept. of Mathematics, 1993.
Chan, T. F., Smith, B. F., and Zou, J., 1994. “Overlapping Schwarz methods on unstructured meshes using non-matching coarse grids,” Technical Report 94-8, UCLA, Dept. of Mathematics.
Cowser, L., Mandel, J., and Wheeler, M. F., 1993. “Balancing domain decomposition for mixed finite elements,” Technical Report TR93-08, Rice University.
Dryja, M., Smith, B. F., and Widlund, O. B., 1993. “Schwarz analysis of iterative substructuring algorithms for elliptic problems in three dimensions,” SIAM J. Numer. Anal. 31, pp. 1662–1694.
Dryja, M. and Widlund, O. B., 1987. “An additive variant of the Schwarz alternating method for the case of many subregions,” Technical Report 339, also Ultracomputer Note 131, Department of Computer Science, Courant Institute.
Dryja, M. and Widlund, O. B., 1989a. “On the optimality of an additive iterative refinement method,” in Proc. Fourth Copper Mountain Conference on Multigrid Methods, SIAM, Philadelphia, pp. 161–170.
Dryja, M. and Widlund, O. B., 1989b. “Some domain decomposition algorithms for elliptic problems,” in Iterative Methods for Large Linear Systems, L. Hayes and D. Kincaid, eds., Academic Press, New York, pp. 273–291.
Dryja, M. and Widlund, O. B., 1991. “Multilevel additive methods for elliptic finite element problems,” in Parallel Algorithms for Partial Differential Equations, W. Hackbusch, ed., Vieweg Verlag, Braunschweig.
Dryja, M. and Widlund, O. B., 1993. “Schwarz methods of Neumann-Neumann type for three-dimensional elliptic finite element problems,” Technical Report 626, Department of Computer Science, Courant Institute.
George, A., 1973. “Nested dissection of a regular finite element mesh,” SIAM J. Numer. Anal. 10, pp. 345–363.
George, A. and Liu, J., 1981. Computer Solution of Large Sparse Positive Definite Systems, Prentice-Hall, Englewood Cliffs.
Glowinski, R., Golub, G. Meurant, G. A., and Périaux, J., eds., 1988. Proc. First Int. Symp. on Domain Decomposition Methods for Partial Differential Equations, SIAM, Philadelphia.
Glowinski, R., Kuznetsov, Y. A., Meurant, G. A., Périaux, J., and Widlund, O., eds., 1991. Proc. Fourth Int. Symp. on Domain Decomposition Methods for Partial Differential Equations, SIAM, Philadelphia.
Glowinski R., Périaux, J., Shi, Z.-C., and Widlund, O., eds., 1996. Proc. Eighth Int. Conf. Domain Decomposition Methods, Wiley, Chichester, UK.
Griebel, M. and Oswald, P., 1995. “On the abstract theory of additive and multiplicative Schwarz algorithms,” Numer. Math. 70, pp. 163–180
Gropp, W. D. and Smith, B. F., 1993. “Simplified linear equation solvers manual,” Technical Report ANL-93/8, Argonne National Laboratory, 1993. Available via anonymous ftp at info.mes.anl.gov in the directory pub/pdetools.
Gropp, W. D. and Smith, B. F., 1994a. “Experiences with domain decomposition in three dimensions: Overlapping Schwarz methods,” in Proc. Sixth Int. Symp. on Domain Decomposition Methods, A. Quarteroni et al, eds., AMS, Providence, pp. 323–334.
Gropp, W. D. and Smith, B. F., 1994b. “Parallel domain decomposition software,” in Domain-Based Parallelism and Problem Decomposition Methods in Computational Science and Engineering, D. Keyes et al., eds. SIAM, Philadelphia, pp. 97–106.
Hart, L. and McCormick, S., 1987. “Asynchronous multilevel adaptive methods for solving partial differential equations on multiprocessors: Computational analysis,” Technical report, Comp. Math. Group, Univ. of Colorado at Denver.
Hvidsten, A., 1990. “On the parallelization of a finite element structural analysis program,” Technical report, University of Bergen, Norway. Ph.D. thesis. Computer Science Department.
Keyes, D. E., Chan, T. F., Meurant, G. A., Scroggs, J. S., and Voigt, R. G., eds., 1992. Proc. Fifth Int. Symp. on Domain Decomposition Methods for Partial Differential Equations, SIAM, Philadelphia.
Keyes, D. E. and Xu, J., eds., 1995. Proc. Seventh Int. Conf. on Domain Decomposition Methods, AMS, Providence.
LeTallec, P.J., 1994. “Domain decomposition methods in computational mechanics,” Computational Mechanics Advances 2, pp. 121–220.
Lions, P. L., 1988. “On the Schwarz alternating method. I.,” in Proc. First Int. Symp. on Domain Decomposition Methods for Partial Differential Equations, R. Glowinski et al., eds., SIAM, Philadelphia, pp. 1–42.
Mandel, J., 1992. “Balancing domain decomposition,” Commun. Appl. Numer. Meths. 9, pp. 233–241.
Mandel, J. and Brezina, M., 1992. “Balancing domain decomposition: Theory and computations in two and three dimensions,” Technical report, Computational Mathematics Group, University of Colorado at Denver.
Mandel, J. and McCormick, S., 1989. “Iterative solution of elliptic equations with refinement: The two-level case,” Proc. Second Int. Symp. on Domain Decomposition Methods, T. Chan et al., eds., SIAM, Philadelphia, pp. 81–92.
McCormick, S., 1984. “Fast adaptive composite grid (FAC) methods,” in Defect Correction Methods: Theory and Applications, K. Böhmer and H. J. Stetter, eds., Computing Supplementum 5, Springer Verlag, Berlin, pp. 115–121.
McCormick, S. F., 1989. Multilevel Adaptive Methods for Partial Differential Equations. SIAM, Philadelphia.
McCormick, S. and Thomas, J., 1986. “The fast adaptive composite grid (FAC) method for elliptic equations,” Math. Comp. 46, pp. 439–456.
Przemieniecki, J. S., 1963. “Matrix structural analysis of substructures,” AIAA J. 1, pp. 138–147.
Przemieniecki, J. S., 1985. Theory of Matrix Structural Analysis, Dover Publications, New York. (Reprint of McGraw-Hill, 1968.)
Quarteroni, A., Periaux, J., Kuznetsov, Y. A., and Widlund, O. B., eds., 1994. Proc. Sixth Int. Conf. on Domain Decomposition, AMS, Providence.
Schwarz, H. A., 1890. Gesammelte Mathematische Abhandlungen 2, pp. 133–143, Springer, Berlin. First published in Viertel-jahrsschrift der Naturforschenden Gesellschaft in Zürich 15, 1870, pp. 272-286.
Smith, B. F., Bjørstad, P., and Gropp, W., 1996. Domain Decomposition: Parallel Multilevel Methods for Elliptic Partial Differential Equations, Cambridge University Press, Cambridge.
Zhang, X., 1992a. “Multilevel Schwarz methods,” Numer. Math. 63, pp. 521–539.
Zhang, X., 1992b. “Multilevel Schwarz methods for the biharmonic Dirichlet problem,” Technical Report CS-TR2907 (UMIACS-TR-92-60), University of Maryland, Department of Computer Science.
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Smith, B.F. (1997). Domain Decomposition Methods for Partial Differential Equations. In: Keyes, D.E., Sameh, A., Venkatakrishnan, V. (eds) Parallel Numerical Algorithms. ICASE/LaRC Interdisciplinary Series in Science and Engineering, vol 4. Springer, Dordrecht. https://doi.org/10.1007/978-94-011-5412-3_8
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